Overview

Brought to you by YData

Dataset statistics

Number of variables	24
Number of observations	20592
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	12.7 MiB
Average record size in memory	646.6 B

Variable types

Text	5
Categorical	2
Numeric	15
Boolean	2

Alerts

`Licensed` has constant value "True"	Constant
`official_video` has constant value "True"	Constant
`Acousticness` is highly overall correlated with `Energy`	High correlation
`Comments` is highly overall correlated with `Likes` and 2 other fields	High correlation
`Energy` is highly overall correlated with `Acousticness` and 1 other fields	High correlation
`EnergyLiveness` is highly overall correlated with `Liveness`	High correlation
`Likes` is highly overall correlated with `Comments` and 2 other fields	High correlation
`Liveness` is highly overall correlated with `EnergyLiveness`	High correlation
`Loudness` is highly overall correlated with `Energy`	High correlation
`Stream` is highly overall correlated with `Comments` and 2 other fields	High correlation
`Views` is highly overall correlated with `Comments` and 2 other fields	High correlation
`Duration_min` is highly skewed (γ1 = 23.34614694)	Skewed
`Comments` is highly skewed (γ1 = 44.15779383)	Skewed
`Instrumentalness` has 9317 (45.2%) zeros	Zeros
`Views` has 469 (2.3%) zeros	Zeros
`Likes` has 556 (2.7%) zeros	Zeros
`Comments` has 1064 (5.2%) zeros	Zeros
`Stream` has 576 (2.8%) zeros	Zeros

Reproduction

Analysis started	2025-03-10 22:13:13.614611
Analysis finished	2025-03-10 22:13:53.449978
Duration	39.84 seconds
Software version	ydata-profiling vv4.12.2
Download configuration	config.json

Artist
Text

Distinct	2074
Distinct (%)	10.1%
Missing	0
Missing (%)	0.0%
Memory size	1.9 MiB

Length

Max length	45
Median length	32
Mean length	10.987131
Min length	2

Characters and Unicode

Total characters	226247
Distinct characters	105
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	< 0.1%

Sample

1st row	Gorillaz
2nd row	Gorillaz
3rd row	Gorillaz
4th row	Gorillaz
5th row	Gorillaz

Value	Count	Frequency (%)
the	840	2.2%
	439	1.1%
los	290	0.7%
de	200	0.5%
la	150	0.4%
el	130	0.3%
james	130	0.3%
of	124	0.3%
john	120	0.3%
lil	119	0.3%
Other values (2954)	36456	93.5%

Most occurring characters

Value	Count	Frequency (%)
a	20351	9.0%
e	19197	8.5%
	18406	8.1%
i	13744	6.1%
o	13309	5.9%
n	12908	5.7%
r	12341	5.5%
l	9548	4.2%
s	8984	4.0%
t	7410	3.3%
Other values (95)	90049	39.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	161501	71.4%
Uppercase Letter	43396	19.2%
Space Separator	18406	8.1%
Other Punctuation	1545	0.7%
Decimal Number	919	0.4%
Dash Punctuation	330	0.1%
Currency Symbol	110	< 0.1%
Math Symbol	20	< 0.1%
Open Punctuation	10	< 0.1%
Close Punctuation	10	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	20351	12.6%
e	19197	11.9%
i	13744	8.5%
o	13309	8.2%
n	12908	8.0%
r	12341	7.6%
l	9548	5.9%
s	8984	5.6%
t	7410	4.6%
h	6022	3.7%
Other values (34)	37687	23.3%

Uppercase Letter

Value	Count	Frequency (%)
S	3489	8.0%
M	3204	7.4%
C	2960	6.8%
T	2819	6.5%
B	2751	6.3%
A	2705	6.2%
L	2503	5.8%
D	2349	5.4%
R	2218	5.1%
J	2034	4.7%
Other values (24)	16364	37.7%

Other Punctuation

Value	Count	Frequency (%)
.	717	46.4%
&	409	26.5%
'	149	9.6%
!	70	4.5%
"	60	3.9%
?	50	3.2%
,	40	2.6%
/	20	1.3%
*	20	1.3%
:	10	0.6%

Decimal Number

Value	Count	Frequency (%)
1	220	23.9%
2	170	18.5%
5	119	12.9%
4	100	10.9%
0	80	8.7%
7	60	6.5%
6	50	5.4%
3	50	5.4%
9	40	4.4%
8	30	3.3%

Dash Punctuation

Value	Count	Frequency (%)
-	310	93.9%
–	20	6.1%

Space Separator

Value	Count	Frequency (%)
	18406	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	110	100.0%

Math Symbol

Value	Count	Frequency (%)
+	20	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	204897	90.6%
Common	21350	9.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	20351	9.9%
e	19197	9.4%
i	13744	6.7%
o	13309	6.5%
n	12908	6.3%
r	12341	6.0%
l	9548	4.7%
s	8984	4.4%
t	7410	3.6%
h	6022	2.9%
Other values (68)	81083	39.6%

Common

Value	Count	Frequency (%)
	18406	86.2%
.	717	3.4%
&	409	1.9%
-	310	1.5%
1	220	1.0%
2	170	0.8%
'	149	0.7%
5	119	0.6%
$	110	0.5%
4	100	0.5%
Other values (17)	640	3.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	224809	99.4%
None	1418	0.6%
Punctuation	20	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	20351	9.1%
e	19197	8.5%
	18406	8.2%
i	13744	6.1%
o	13309	5.9%
n	12908	5.7%
r	12341	5.5%
l	9548	4.2%
s	8984	4.0%
t	7410	3.3%
Other values (68)	88611	39.4%

None

Value	Count	Frequency (%)
é	320	22.6%
á	190	13.4%
í	190	13.4%
ó	130	9.2%
ü	80	5.6%
ã	80	5.6%
ñ	60	4.2%
ö	60	4.2%
ç	49	3.5%
Á	30	2.1%
Other values (16)	229	16.1%

Punctuation

Value	Count	Frequency (%)
–	20	100.0%

Track
Text

Distinct	17715
Distinct (%)	86.0%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

Length

Max length	195
Median length	112
Mean length	19.510829
Min length	1

Characters and Unicode

Total characters	401767
Distinct characters	143
Distinct categories	15 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	15588 ?
Unique (%)	75.7%

Sample

1st row	Feel Good Inc.
2nd row	Rhinestone Eyes
3rd row	New Gold (feat. Tame Impala and Bootie Brown)
4th row	On Melancholy Hill
5th row	Clint Eastwood

Value	Count	Frequency (%)
	3721	4.9%
feat	1742	2.3%
the	1628	2.1%
you	912	1.2%
me	903	1.2%
a	767	1.0%
i	704	0.9%
love	644	0.8%
of	590	0.8%
remix	587	0.8%
Other values (14881)	64259	84.0%

Most occurring characters

Value	Count	Frequency (%)
	55865	13.9%
e	34537	8.6%
a	27645	6.9%
o	23621	5.9%
i	19956	5.0%
n	17578	4.4%
r	16893	4.2%
t	16119	4.0%
s	12331	3.1%
l	12082	3.0%
Other values (133)	165140	41.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	250920	62.5%
Uppercase Letter	71357	17.8%
Space Separator	55865	13.9%
Other Punctuation	8365	2.1%
Decimal Number	5079	1.3%
Close Punctuation	3450	0.9%
Open Punctuation	3448	0.9%
Dash Punctuation	3032	0.8%
Final Punctuation	102	< 0.1%
Math Symbol	62	< 0.1%
Other values (5)	87	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	34537	13.8%
a	27645	11.0%
o	23621	9.4%
i	19956	8.0%
n	17578	7.0%
r	16893	6.7%
t	16119	6.4%
s	12331	4.9%
l	12082	4.8%
u	9000	3.6%
Other values (43)	61158	24.4%

Uppercase Letter

Value	Count	Frequency (%)
S	5502	7.7%
T	5427	7.6%
M	5186	7.3%
A	5037	7.1%
L	4185	5.9%
D	3646	5.1%
R	3575	5.0%
B	3563	5.0%
C	3458	4.8%
I	3220	4.5%
Other values (32)	28558	40.0%

Other Punctuation

Value	Count	Frequency (%)
.	2936	35.1%
'	1387	16.6%
,	1142	13.7%
"	920	11.0%
&	728	8.7%
:	418	5.0%
?	316	3.8%
/	236	2.8%
!	143	1.7%
*	41	0.5%
Other values (7)	98	1.2%

Decimal Number

Value	Count	Frequency (%)
2	1183	23.3%
0	1072	21.1%
1	1004	19.8%
5	333	6.6%
3	318	6.3%
9	281	5.5%
4	253	5.0%
7	229	4.5%
6	217	4.3%
8	189	3.7%

Math Symbol

Value	Count	Frequency (%)
+	37	59.7%
\|	22	35.5%
=	2	3.2%
<	1	1.6%

Dash Punctuation

Value	Count	Frequency (%)
-	3024	99.7%
–	7	0.2%
—	1	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	3352	97.2%
]	98	2.8%

Open Punctuation

Value	Count	Frequency (%)
(	3350	97.2%
[	98	2.8%

Final Punctuation

Value	Count	Frequency (%)
’	89	87.3%
”	13	12.7%

Initial Punctuation

Value	Count	Frequency (%)
“	11	91.7%
‘	1	8.3%

Other Symbol

Value	Count	Frequency (%)
™	4	80.0%
®	1	20.0%

Space Separator

Value	Count	Frequency (%)
	55865	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	60	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	8	100.0%

Modifier Symbol

Value	Count	Frequency (%)
´	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	322277	80.2%
Common	79490	19.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	34537	10.7%
a	27645	8.6%
o	23621	7.3%
i	19956	6.2%
n	17578	5.5%
r	16893	5.2%
t	16119	5.0%
s	12331	3.8%
l	12082	3.7%
u	9000	2.8%
Other values (85)	132515	41.1%

Common

Value	Count	Frequency (%)
	55865	70.3%
)	3352	4.2%
(	3350	4.2%
-	3024	3.8%
.	2936	3.7%
'	1387	1.7%
2	1183	1.5%
,	1142	1.4%
0	1072	1.3%
1	1004	1.3%
Other values (38)	5175	6.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	399401	99.4%
None	2238	0.6%
Punctuation	124	< 0.1%
Letterlike Symbols	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	55865	14.0%
e	34537	8.6%
a	27645	6.9%
o	23621	5.9%
i	19956	5.0%
n	17578	4.4%
r	16893	4.2%
t	16119	4.0%
s	12331	3.1%
l	12082	3.0%
Other values (78)	162774	40.8%

None

Value	Count	Frequency (%)
é	371	16.6%
ó	319	14.3%
á	269	12.0%
í	259	11.6%
ú	148	6.6%
ã	147	6.6%
ñ	121	5.4%
ç	101	4.5%
ü	66	2.9%
É	48	2.1%
Other values (37)	389	17.4%

Punctuation

Value	Count	Frequency (%)
’	89	71.8%
”	13	10.5%
“	11	8.9%
–	7	5.6%
…	2	1.6%
‘	1	0.8%
—	1	0.8%

Letterlike Symbols

Value	Count	Frequency (%)
™	4	100.0%

Album
Text

Distinct	11853
Distinct (%)	57.6%
Missing	0
Missing (%)	0.0%
Memory size	2.1 MiB

Length

Max length	195
Median length	103
Mean length	20.402438
Min length	1

Characters and Unicode

Total characters	420127
Distinct characters	145
Distinct categories	16 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	7462 ?
Unique (%)	36.2%

Sample

1st row	Demon Days
2nd row	Plastic Beach
3rd row	New Gold (feat. Tame Impala and Bootie Brown)
4th row	Plastic Beach
5th row	Gorillaz

Value	Count	Frequency (%)
the	2686	3.7%
	1520	2.1%
edition	850	1.2%
deluxe	823	1.1%
of	816	1.1%
original	731	1.0%
soundtrack	715	1.0%
motion	687	1.0%
picture	671	0.9%
a	600	0.8%
Other values (11808)	61688	85.9%

Most occurring characters

Value	Count	Frequency (%)
	51195	12.2%
e	35041	8.3%
a	26082	6.2%
o	24691	5.9%
i	23835	5.7%
n	20552	4.9%
r	19183	4.6%
t	17417	4.1%
s	14293	3.4%
l	13762	3.3%
Other values (135)	174076	41.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	269381	64.1%
Uppercase Letter	76448	18.2%
Space Separator	51195	12.2%
Other Punctuation	6746	1.6%
Decimal Number	5398	1.3%
Close Punctuation	4857	1.2%
Open Punctuation	4857	1.2%
Dash Punctuation	932	0.2%
Math Symbol	134	< 0.1%
Currency Symbol	70	< 0.1%
Other values (6)	109	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	35041	13.0%
a	26082	9.7%
o	24691	9.2%
i	23835	8.8%
n	20552	7.6%
r	19183	7.1%
t	17417	6.5%
s	14293	5.3%
l	13762	5.1%
u	10390	3.9%
Other values (40)	64135	23.8%

Uppercase Letter

Value	Count	Frequency (%)
S	6456	8.4%
T	6072	7.9%
A	5481	7.2%
M	5128	6.7%
E	4936	6.5%
D	4301	5.6%
L	3862	5.1%
R	3684	4.8%
C	3645	4.8%
O	3601	4.7%
Other values (30)	29282	38.3%

Other Punctuation

Value	Count	Frequency (%)
.	2025	30.0%
:	930	13.8%
'	896	13.3%
,	763	11.3%
&	644	9.5%
"	505	7.5%
?	302	4.5%
/	235	3.5%
!	214	3.2%
#	65	1.0%
Other values (8)	167	2.5%

Decimal Number

Value	Count	Frequency (%)
2	1340	24.8%
1	1046	19.4%
0	1010	18.7%
3	474	8.8%
5	364	6.7%
9	317	5.9%
4	281	5.2%
8	192	3.6%
6	190	3.5%
7	184	3.4%

Math Symbol

Value	Count	Frequency (%)
+	84	62.7%
\|	21	15.7%
~	16	11.9%
=	6	4.5%
<	3	2.2%
÷	3	2.2%
×	1	0.7%

Dash Punctuation

Value	Count	Frequency (%)
-	917	98.4%
–	14	1.5%
—	1	0.1%

Other Symbol

Value	Count	Frequency (%)
°	6	50.0%
™	4	33.3%
®	2	16.7%

Close Punctuation

Value	Count	Frequency (%)
)	4596	94.6%
]	261	5.4%

Open Punctuation

Value	Count	Frequency (%)
(	4596	94.6%
[	261	5.4%

Final Punctuation

Value	Count	Frequency (%)
’	54	94.7%
”	3	5.3%

Initial Punctuation

Value	Count	Frequency (%)
‘	5	62.5%
“	3	37.5%

Modifier Symbol

Value	Count	Frequency (%)
´	1	50.0%
`	1	50.0%

Space Separator

Value	Count	Frequency (%)
	51195	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	70	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	28	100.0%

Other Letter

Value	Count	Frequency (%)
º	2	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	345831	82.3%
Common	74296	17.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	35041	10.1%
a	26082	7.5%
o	24691	7.1%
i	23835	6.9%
n	20552	5.9%
r	19183	5.5%
t	17417	5.0%
s	14293	4.1%
l	13762	4.0%
u	10390	3.0%
Other values (81)	140585	40.7%

Common

Value	Count	Frequency (%)
	51195	68.9%
)	4596	6.2%
(	4596	6.2%
.	2025	2.7%
2	1340	1.8%
1	1046	1.4%
0	1010	1.4%
:	930	1.3%
-	917	1.2%
'	896	1.2%
Other values (44)	5745	7.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	418120	99.5%
None	1916	0.5%
Punctuation	87	< 0.1%
Letterlike Symbols	4	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	51195	12.2%
e	35041	8.4%
a	26082	6.2%
o	24691	5.9%
i	23835	5.7%
n	20552	4.9%
r	19183	4.6%
t	17417	4.2%
s	14293	3.4%
l	13762	3.3%
Other values (81)	172069	41.2%

None

Value	Count	Frequency (%)
ó	295	15.4%
é	288	15.0%
í	194	10.1%
á	178	9.3%
ú	128	6.7%
ñ	124	6.5%
ü	117	6.1%
ã	105	5.5%
ç	72	3.8%
É	53	2.8%
Other values (36)	362	18.9%

Punctuation

Value	Count	Frequency (%)
’	54	62.1%
–	14	16.1%
…	7	8.0%
‘	5	5.7%
“	3	3.4%
”	3	3.4%
—	1	1.1%

Letterlike Symbols

Value	Count	Frequency (%)
™	4	100.0%

Album_type
Categorical

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.7 MiB

album	14832
single	4973
compilation	787

Length

Max length	11
Median length	5
Mean length	5.4708139
Min length	5

Characters and Unicode

Total characters	112655
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	album
2nd row	album
3rd row	single
4th row	album
5th row	album

Common Values

Value	Count	Frequency (%)
album	14832	72.0%
single	4973	24.2%
compilation	787	3.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
album	14832	72.0%
single	4973	24.2%
compilation	787	3.8%

Most occurring characters

Value	Count	Frequency (%)
l	20592	18.3%
a	15619	13.9%
m	15619	13.9%
b	14832	13.2%
u	14832	13.2%
i	6547	5.8%
n	5760	5.1%
s	4973	4.4%
g	4973	4.4%
e	4973	4.4%
Other values (4)	3935	3.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	112655	100.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	20592	18.3%
a	15619	13.9%
m	15619	13.9%
b	14832	13.2%
u	14832	13.2%
i	6547	5.8%
n	5760	5.1%
s	4973	4.4%
g	4973	4.4%
e	4973	4.4%
Other values (4)	3935	3.5%

Most occurring scripts

Value	Count	Frequency (%)
Latin	112655	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	20592	18.3%
a	15619	13.9%
m	15619	13.9%
b	14832	13.2%
u	14832	13.2%
i	6547	5.8%
n	5760	5.1%
s	4973	4.4%
g	4973	4.4%
e	4973	4.4%
Other values (4)	3935	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	112655	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	20592	18.3%
a	15619	13.9%
m	15619	13.9%
b	14832	13.2%
u	14832	13.2%
i	6547	5.8%
n	5760	5.1%
s	4973	4.4%
g	4973	4.4%
e	4973	4.4%
Other values (4)	3935	3.5%

Danceability
Real number (ℝ)

Distinct	898
Distinct (%)	4.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.62016204

Minimum	0
Maximum	0.975
Zeros	17
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.31855
Q1	0.519
median	0.638
Q3	0.741
95-th percentile	0.861
Maximum	0.975
Range	0.975
Interquartile range (IQR)	0.222

Descriptive statistics

Standard deviation	0.16539933
Coefficient of variation (CV)	0.26670341
Kurtosis	0.14162235
Mean	0.62016204
Median Absolute Deviation (MAD)	0.11
Skewness	-0.55423341
Sum	12770.377
Variance	0.027356938
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.687	78	0.4%
0.671	74	0.4%
0.626	69	0.3%
0.647	67	0.3%
0.585	66	0.3%
0.682	66	0.3%
0.673	64	0.3%
0.681	64	0.3%
0.638	63	0.3%
0.646	62	0.3%
Other values (888)	19919	96.7%

Value	Count	Frequency (%)
0	17	0.1%
0.0532	1	< 0.1%
0.0619	1	< 0.1%
0.0623	1	< 0.1%
0.064	1	< 0.1%
0.0649	1	< 0.1%
0.065	1	< 0.1%
0.0673	1	< 0.1%
0.0686	1	< 0.1%
0.069	1	< 0.1%

Value	Count	Frequency (%)
0.975	3	< 0.1%
0.973	1	< 0.1%
0.971	2	< 0.1%
0.97	4	< 0.1%
0.969	1	< 0.1%
0.968	1	< 0.1%
0.967	3	< 0.1%
0.966	1	< 0.1%
0.965	2	< 0.1%
0.964	4	< 0.1%

Energy
Real number (ℝ)

High correlation

Distinct	1267
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.63523776

Minimum	2.03 × 10^-5
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	2.03 × 10^-5
5-th percentile	0.219
Q1	0.507
median	0.666
Q3	0.798
95-th percentile	0.929
Maximum	1
Range	0.9999797
Interquartile range (IQR)	0.291

Descriptive statistics

Standard deviation	0.21419319
Coefficient of variation (CV)	0.33718585
Kurtosis	0.14246736
Mean	0.63523776
Median Absolute Deviation (MAD)	0.143
Skewness	-0.71680782
Sum	13080.816
Variance	0.045878721
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.572	59	0.3%
0.711	57	0.3%
0.72	57	0.3%
0.785	56	0.3%
0.768	56	0.3%
0.674	55	0.3%
0.782	54	0.3%
0.703	54	0.3%
0.662	53	0.3%
0.745	53	0.3%
Other values (1257)	20038	97.3%

Value	Count	Frequency (%)
2.03 × 10^-5	1	< 0.1%
5.5 × 10^-5	2	< 0.1%
0.000252	2	< 0.1%
0.00125	3	< 0.1%
0.00144	1	< 0.1%
0.00174	1	< 0.1%
0.00189	1	< 0.1%
0.00194	1	< 0.1%
0.00199	1	< 0.1%
0.00212	1	< 0.1%

Value	Count	Frequency (%)
1	6	< 0.1%
0.999	1	< 0.1%
0.998	5	< 0.1%
0.997	3	< 0.1%
0.996	7	< 0.1%
0.995	10	< 0.1%
0.994	10	< 0.1%
0.993	5	< 0.1%
0.992	5	< 0.1%
0.991	8	< 0.1%

Loudness
Real number (ℝ)

High correlation

Distinct	9387
Distinct (%)	45.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	-7.6789994

Minimum	-46.251
Maximum	0.92
Zeros	0
Zeros (%)	0.0%
Negative	20586
Negative (%)	> 99.9%
Memory size	837.8 KiB

Quantile statistics

Minimum	-46.251
5-th percentile	-15.92545
Q1	-8.86825
median	-6.541
Q3	-4.935
95-th percentile	-3.205
Maximum	0.92
Range	47.171
Interquartile range (IQR)	3.93325

Descriptive statistics

Standard deviation	4.6390889
Coefficient of variation (CV)	-0.60412674
Kurtosis	10.720489
Mean	-7.6789994
Median Absolute Deviation (MAD)	1.834
Skewness	-2.7010723
Sum	-158125.96
Variance	21.521146
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-7.818	25	0.1%
-7.768	21	0.1%
-6.887	15	0.1%
-4.501	15	0.1%
-6.253	14	0.1%
-6.246	12	0.1%
-5.077	12	0.1%
-5.76	12	0.1%
-6.518	11	0.1%
-5.549	11	0.1%
Other values (9377)	20444	99.3%

Value	Count	Frequency (%)
-46.251	1	< 0.1%
-44.761	1	< 0.1%
-43.988	1	< 0.1%
-41.932	1	< 0.1%
-41.766	1	< 0.1%
-41.696	1	< 0.1%
-41.53	2	< 0.1%
-41.001	1	< 0.1%
-39.919	1	< 0.1%
-39.869	1	< 0.1%

Value	Count	Frequency (%)
0.92	1	< 0.1%
0.829	1	< 0.1%
0.561	1	< 0.1%
0.522	1	< 0.1%
0.175	1	< 0.1%
0.006	1	< 0.1%
-0.007	1	< 0.1%
-0.14	1	< 0.1%
-0.142	1	< 0.1%
-0.155	4	< 0.1%

Speechiness
Real number (ℝ)

Distinct	1303
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.096742444

Minimum	0
Maximum	0.964
Zeros	17
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.0278
Q1	0.0357
median	0.0507
Q3	0.104
95-th percentile	0.324
Maximum	0.964
Range	0.964
Interquartile range (IQR)	0.0683

Descriptive statistics

Standard deviation	0.1121834
Coefficient of variation (CV)	1.1596089
Kurtosis	16.425084
Mean	0.096742444
Median Absolute Deviation (MAD)	0.0194
Skewness	3.3661238
Sum	1992.1204
Variance	0.012585116
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.0324	71	0.3%
0.0305	66	0.3%
0.0317	65	0.3%
0.0293	64	0.3%
0.0288	64	0.3%
0.0326	64	0.3%
0.0377	63	0.3%
0.0351	62	0.3%
0.0315	62	0.3%
0.0308	62	0.3%
Other values (1293)	19949	96.9%

Value	Count	Frequency (%)
0	17	0.1%
0.022	1	< 0.1%
0.0222	1	< 0.1%
0.0224	1	< 0.1%
0.0225	1	< 0.1%
0.0226	1	< 0.1%
0.0227	1	< 0.1%
0.0229	1	< 0.1%
0.023	2	< 0.1%
0.0231	1	< 0.1%

Value	Count	Frequency (%)
0.964	1	< 0.1%
0.962	1	< 0.1%
0.961	2	< 0.1%
0.96	2	< 0.1%
0.959	2	< 0.1%
0.956	1	< 0.1%
0.955	1	< 0.1%
0.954	1	< 0.1%
0.953	1	< 0.1%
0.952	1	< 0.1%

Acousticness
Real number (ℝ)

High correlation

Distinct	3130
Distinct (%)	15.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.29141923

Minimum	1.11 × 10^-6
Maximum	0.996
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	1.11 × 10^-6
5-th percentile	0.00161
Q1	0.0452
median	0.193
Q3	0.477
95-th percentile	0.885
Maximum	0.996
Range	0.99599889
Interquartile range (IQR)	0.4318

Descriptive statistics

Standard deviation	0.28611654
Coefficient of variation (CV)	0.98180391
Kurtosis	-0.37907104
Mean	0.29141923
Median Absolute Deviation (MAD)	0.1739
Skewness	0.88384744
Sum	6000.9048
Variance	0.081862674
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.114	50	0.2%
0.161	49	0.2%
0.117	45	0.2%
0.105	42	0.2%
0.118	41	0.2%
0.181	40	0.2%
0.121	40	0.2%
0.173	39	0.2%
0.191	37	0.2%
0.112	36	0.2%
Other values (3120)	20173	98.0%

Value	Count	Frequency (%)
1.11 × 10^-6	1	< 0.1%
1.39 × 10^-6	1	< 0.1%
1.77 × 10^-6	1	< 0.1%
2.33 × 10^-6	1	< 0.1%
2.6 × 10^-6	1	< 0.1%
3.19 × 10^-6	1	< 0.1%
3.88 × 10^-6	1	< 0.1%
4 × 10^-6	1	< 0.1%
4.2 × 10^-6	1	< 0.1%
4.21 × 10^-6	1	< 0.1%

Value	Count	Frequency (%)
0.996	19	0.1%
0.995	27	0.1%
0.994	27	0.1%
0.993	21	0.1%
0.992	20	0.1%
0.991	18	0.1%
0.99	13	0.1%
0.989	17	0.1%
0.988	16	0.1%
0.987	16	0.1%

Instrumentalness
Real number (ℝ)

Zeros

Distinct	4005
Distinct (%)	19.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.056167319

Minimum	0
Maximum	1
Zeros	9317
Zeros (%)	45.2%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	2.425 × 10^-6
Q3	0.000474
95-th percentile	0.582
Maximum	1
Range	1
Interquartile range (IQR)	0.000474

Descriptive statistics

Standard deviation	0.19363013
Coefficient of variation (CV)	3.4473807
Kurtosis	12.60429
Mean	0.056167319
Median Absolute Deviation (MAD)	2.425 × 10^-6
Skewness	3.7125804
Sum	1156.5974
Variance	0.037492628
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	9317	45.2%
1.4 × 10^-5	17	0.1%
0.00106	16	0.1%
1.34 × 10^-6	16	0.1%
1.02 × 10^-6	15	0.1%
1.1 × 10^-6	15	0.1%
1.2 × 10^-5	15	0.1%
1.16 × 10^-5	15	0.1%
1.31 × 10^-6	15	0.1%
0.109	15	0.1%
Other values (3995)	11136	54.1%

Value	Count	Frequency (%)
0	9317	45.2%
1 × 10^-6	8	< 0.1%
1.01 × 10^-6	5	< 0.1%
1.02 × 10^-6	15	0.1%
1.03 × 10^-6	10	< 0.1%
1.04 × 10^-6	13	0.1%
1.05 × 10^-6	8	< 0.1%
1.06 × 10^-6	8	< 0.1%
1.07 × 10^-6	10	< 0.1%
1.08 × 10^-6	8	< 0.1%

Value	Count	Frequency (%)
1	8	< 0.1%
0.999	1	< 0.1%
0.995	3	< 0.1%
0.993	1	< 0.1%
0.992	2	< 0.1%
0.989	2	< 0.1%
0.988	4	< 0.1%
0.986	2	< 0.1%
0.985	1	< 0.1%
0.983	1	< 0.1%

Liveness
Real number (ℝ)

High correlation

Distinct	1536
Distinct (%)	7.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.19367209

Minimum	0.0145
Maximum	1
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0.0145
5-th percentile	0.058355
Q1	0.0941
median	0.125
Q3	0.237
95-th percentile	0.574
Maximum	1
Range	0.9855
Interquartile range (IQR)	0.1429

Descriptive statistics

Standard deviation	0.16882947
Coefficient of variation (CV)	0.87172847
Kurtosis	5.8305648
Mean	0.19367209
Median Absolute Deviation (MAD)	0.0454
Skewness	2.3080089
Sum	3988.0956
Variance	0.02850339
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.11	234	1.1%
0.109	225	1.1%
0.111	214	1.0%
0.107	213	1.0%
0.108	211	1.0%
0.104	196	1.0%
0.103	193	0.9%
0.105	184	0.9%
0.101	183	0.9%
0.112	173	0.8%
Other values (1526)	18566	90.2%

Value	Count	Frequency (%)
0.0145	1	< 0.1%
0.015	1	< 0.1%
0.0157	1	< 0.1%
0.0158	1	< 0.1%
0.0181	1	< 0.1%
0.0182	1	< 0.1%
0.0188	1	< 0.1%
0.019	2	< 0.1%
0.0199	1	< 0.1%
0.02	1	< 0.1%

Value	Count	Frequency (%)
1	1	< 0.1%
0.997	1	< 0.1%
0.99	1	< 0.1%
0.986	1	< 0.1%
0.984	7	< 0.1%
0.983	5	< 0.1%
0.982	2	< 0.1%
0.98	2	< 0.1%
0.978	2	< 0.1%
0.977	5	< 0.1%

Valence
Real number (ℝ)

Distinct	1293
Distinct (%)	6.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.53012843

Minimum	0
Maximum	0.993
Zeros	26
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0.119
Q1	0.34
median	0.538
Q3	0.727
95-th percentile	0.921
Maximum	0.993
Range	0.993
Interquartile range (IQR)	0.387

Descriptive statistics

Standard deviation	0.24549869
Coefficient of variation (CV)	0.46309286
Kurtosis	-0.92838945
Mean	0.53012843
Median Absolute Deviation (MAD)	0.194
Skewness	-0.10259123
Sum	10916.405
Variance	0.060269606
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.961	71	0.3%
0.785	51	0.2%
0.962	47	0.2%
0.595	44	0.2%
0.637	44	0.2%
0.491	44	0.2%
0.964	43	0.2%
0.285	43	0.2%
0.284	42	0.2%
0.623	41	0.2%
Other values (1283)	20122	97.7%

Value	Count	Frequency (%)
0	26	0.1%
1 × 10^-5	21	0.1%
0.00237	1	< 0.1%
0.00294	1	< 0.1%
0.00987	2	< 0.1%
0.0129	1	< 0.1%
0.0144	1	< 0.1%
0.0153	1	< 0.1%
0.0154	2	< 0.1%
0.0185	3	< 0.1%

Value	Count	Frequency (%)
0.993	1	< 0.1%
0.991	1	< 0.1%
0.99	1	< 0.1%
0.989	1	< 0.1%
0.986	1	< 0.1%
0.985	2	< 0.1%
0.984	2	< 0.1%
0.982	2	< 0.1%
0.981	2	< 0.1%
0.98	4	< 0.1%

Tempo
Real number (ℝ)

Distinct	14954
Distinct (%)	72.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	120.57433

Minimum	0
Maximum	243.372
Zeros	17
Zeros (%)	0.1%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0
5-th percentile	78.4221
Q1	96.99475
median	119.9595
Q3	139.9245
95-th percentile	174.72375
Maximum	243.372
Range	243.372
Interquartile range (IQR)	42.92975

Descriptive statistics

Standard deviation	29.565662
Coefficient of variation (CV)	0.24520694
Kurtosis	-0.12441347
Mean	120.57433
Median Absolute Deviation (MAD)	21.163
Skewness	0.39522313
Sum	2482866.5
Variance	874.12835
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
77.986	24	0.1%
106.002	19	0.1%
0	17	0.1%
120.031	12	0.1%
119.982	11	0.1%
100.015	10	< 0.1%
140.006	10	< 0.1%
120.057	10	< 0.1%
129.971	10	< 0.1%
106.859	9	< 0.1%
Other values (14944)	20460	99.4%

Value	Count	Frequency (%)
0	17	0.1%
37.114	1	< 0.1%
38.137	1	< 0.1%
43.509	1	< 0.1%
45.397	1	< 0.1%
46.718	1	< 0.1%
47.362	3	< 0.1%
48.028	1	< 0.1%
48.19	2	< 0.1%
48.637	1	< 0.1%

Value	Count	Frequency (%)
243.372	1	< 0.1%
236.059	1	< 0.1%
220.099	1	< 0.1%
215.918	1	< 0.1%
214.025	1	< 0.1%
213.503	1	< 0.1%
211.958	1	< 0.1%
210.857	1	< 0.1%
209.953	1	< 0.1%
209.795	1	< 0.1%

Duration_min
Real number (ℝ)

Skewed

Distinct	14608
Distinct (%)	70.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	3.742802

Minimum	0.51641667
Maximum	77.9343
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0.51641667
5-th percentile	2.2272667
Q1	2.9975458
median	3.5514333
Q3	4.2023292
95-th percentile	5.5991475
Maximum	77.9343
Range	77.417883
Interquartile range (IQR)	1.2047833

Descriptive statistics

Standard deviation	2.084986
Coefficient of variation (CV)	0.55706552
Kurtosis	785.27539
Mean	3.742802
Median Absolute Deviation (MAD)	0.5941
Skewness	23.346147
Sum	77071.779
Variance	4.3471664
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
3.957783333	26	0.1%
3.625783333	19	0.1%
3.6	18	0.1%
2.666666667	12	0.1%
3	12	0.1%
4	12	0.1%
2.833333333	10	< 0.1%
3.2	10	< 0.1%
0.516666667	10	< 0.1%
4.333333333	9	< 0.1%
Other values (14598)	20454	99.3%

Value	Count	Frequency (%)
0.516416667	1	< 0.1%
0.516666667	10	< 0.1%
0.52395	1	< 0.1%
0.583333333	1	< 0.1%
0.616666667	1	< 0.1%
0.633333333	2	< 0.1%
0.65	2	< 0.1%
0.666666667	1	< 0.1%
0.683333333	1	< 0.1%
0.7	1	< 0.1%

Value	Count	Frequency (%)
77.9343	1	< 0.1%
76.35805	9	< 0.1%
68.67096667	1	< 0.1%
55.67786667	1	< 0.1%
24.73766667	1	< 0.1%
23.79965	1	< 0.1%
22.16928333	2	< 0.1%
16.39053333	1	< 0.1%
16.25445	1	< 0.1%
15.73875	1	< 0.1%

Title
Text

Distinct	18022
Distinct (%)	87.5%
Missing	0
Missing (%)	0.0%
Memory size	2.8 MiB

Length

Max length	188
Median length	80
Mean length	48.956051
Min length	1

Characters and Unicode

Total characters	1008103
Distinct characters	161
Distinct categories	17 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	16471 ?
Unique (%)	80.0%

Sample

1st row	Gorillaz - Feel Good Inc. (Official Video)
2nd row	Gorillaz - Rhinestone Eyes [Storyboard Film] (Official Music Video)
3rd row	Gorillaz - New Gold ft. Tame Impala & Bootie Brown (Official Visualiser)
4th row	Gorillaz - On Melancholy Hill (Official Video)
5th row	Gorillaz - Clint Eastwood (Official Video)

Value	Count	Frequency (%)
	24155	13.4%
video	9320	5.2%
official	7464	4.2%
music	3097	1.7%
the	2646	1.5%
ft	1899	1.1%
oficial	1409	0.8%
feat	1118	0.6%
you	934	0.5%
me	911	0.5%
Other values (20524)	126873	70.6%

Most occurring characters

Value	Count	Frequency (%)
	160152	15.9%
i	70708	7.0%
e	66945	6.6%
a	64040	6.4%
o	50382	5.0%
n	35611	3.5%
l	34342	3.4%
r	33956	3.4%
s	26685	2.6%
t	26646	2.6%
Other values (151)	438636	43.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	586388	58.2%
Uppercase Letter	179631	17.8%
Space Separator	160162	15.9%
Other Punctuation	20141	2.0%
Dash Punctuation	18514	1.8%
Open Punctuation	15014	1.5%
Close Punctuation	15011	1.5%
Decimal Number	8459	0.8%
Math Symbol	4249	0.4%
Currency Symbol	213	< 0.1%
Other values (7)	321	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	70708	12.1%
e	66945	11.4%
a	64040	10.9%
o	50382	8.6%
n	35611	6.1%
l	34342	5.9%
r	33956	5.8%
s	26685	4.6%
t	26646	4.5%
d	24502	4.2%
Other values (43)	152571	26.0%

Uppercase Letter

Value	Count	Frequency (%)
O	14929	8.3%
M	13052	7.3%
V	12952	7.2%
A	12591	7.0%
S	12009	6.7%
T	10046	5.6%
L	9796	5.5%
D	8790	4.9%
C	8694	4.8%
R	7767	4.3%
Other values (34)	69005	38.4%

Other Punctuation

Value	Count	Frequency (%)
,	5192	25.8%
.	5052	25.1%
?	2812	14.0%
'	1994	9.9%
&	1801	8.9%
"	1400	7.0%
/	631	3.1%
:	589	2.9%
!	233	1.2%
#	151	0.7%
Other values (10)	286	1.4%

Decimal Number

Value	Count	Frequency (%)
2	1810	21.4%
0	1760	20.8%
1	1597	18.9%
9	671	7.9%
4	505	6.0%
5	501	5.9%
7	448	5.3%
3	428	5.1%
6	373	4.4%
8	366	4.3%

Math Symbol

Value	Count	Frequency (%)
\|	4133	97.3%
+	79	1.9%
~	30	0.7%
×	4	0.1%
=	3	0.1%

Open Punctuation

Value	Count	Frequency (%)
(	13050	86.9%
[	1955	13.0%
{	5	< 0.1%
„	4	< 0.1%

Other Symbol

Value	Count	Frequency (%)
°	8	38.1%
™	7	33.3%
®	5	23.8%
¦	1	4.8%

Dash Punctuation

Value	Count	Frequency (%)
-	18262	98.6%
–	232	1.3%
—	20	0.1%

Close Punctuation

Value	Count	Frequency (%)
)	13050	86.9%
]	1955	13.0%
}	6	< 0.1%

Final Punctuation

Value	Count	Frequency (%)
’	121	72.0%
”	44	26.2%
»	3	1.8%

Initial Punctuation

Value	Count	Frequency (%)
“	44	62.9%
‘	23	32.9%
«	3	4.3%

Modifier Symbol

Value	Count	Frequency (%)
¨	8	50.0%
`	5	31.2%
´	3	18.8%

Space Separator

Value	Count	Frequency (%)
	160152	> 99.9%
	10	< 0.1%

Currency Symbol

Value	Count	Frequency (%)
$	213	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	43	100.0%

Other Letter

Value	Count	Frequency (%)
º	2	100.0%

Format

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	766021	76.0%
Common	242082	24.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	70708	9.2%
e	66945	8.7%
a	64040	8.4%
o	50382	6.6%
n	35611	4.6%
l	34342	4.5%
r	33956	4.4%
s	26685	3.5%
t	26646	3.5%
d	24502	3.2%
Other values (88)	332204	43.4%

Common

Value	Count	Frequency (%)
	160152	66.2%
-	18262	7.5%
(	13050	5.4%
)	13050	5.4%
,	5192	2.1%
.	5052	2.1%
\|	4133	1.7%
?	2812	1.2%
'	1994	0.8%
]	1955	0.8%
Other values (53)	16430	6.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1003835	99.6%
None	3747	0.4%
Punctuation	514	0.1%
Letterlike Symbols	7	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	160152	16.0%
i	70708	7.0%
e	66945	6.7%
a	64040	6.4%
o	50382	5.0%
n	35611	3.5%
l	34342	3.4%
r	33956	3.4%
s	26685	2.7%
t	26646	2.7%
Other values (82)	434368	43.3%

None

Value	Count	Frequency (%)
é	608	16.2%
á	470	12.5%
í	464	12.4%
ó	389	10.4%
ã	235	6.3%
ñ	171	4.6%
ú	161	4.3%
ç	154	4.1%
ü	152	4.1%
ö	138	3.7%
Other values (49)	805	21.5%

Punctuation

Value	Count	Frequency (%)
–	232	45.1%
’	121	23.5%
”	44	8.6%
“	44	8.6%
•	25	4.9%
‘	23	4.5%
—	20	3.9%
„	4	0.8%
…	1	0.2%

Letterlike Symbols

Value	Count	Frequency (%)
™	7	100.0%

Channel
Text

Distinct	6673
Distinct (%)	32.4%
Missing	0
Missing (%)	0.0%
Memory size	1.9 MiB

Length

Max length	60
Median length	45
Mean length	12.950903
Min length	1

Characters and Unicode

Total characters	266685
Distinct characters	125
Distinct categories	15 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3897 ?
Unique (%)	18.9%

Sample

1st row	Gorillaz
2nd row	Gorillaz
3rd row	Gorillaz
4th row	Gorillaz
5th row	Gorillaz

Value	Count	Frequency (%)
	1428	4.1%
topic	1066	3.0%
music	761	2.2%
0	469	1.3%
records	386	1.1%
the	317	0.9%
t-series	249	0.7%
official	175	0.5%
oficial	137	0.4%
tv	132	0.4%
Other values (7860)	30062	85.4%

Most occurring characters

Value	Count	Frequency (%)
e	18790	7.0%
a	18024	6.8%
i	16822	6.3%
	14628	5.5%
o	14581	5.5%
V	14457	5.4%
n	12712	4.8%
r	11776	4.4%
s	10259	3.8%
l	9266	3.5%
Other values (115)	125370	47.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	169232	63.5%
Uppercase Letter	77202	28.9%
Space Separator	14628	5.5%
Decimal Number	2711	1.0%
Dash Punctuation	1546	0.6%
Other Punctuation	1138	0.4%
Close Punctuation	69	< 0.1%
Open Punctuation	67	< 0.1%
Currency Symbol	44	< 0.1%
Math Symbol	22	< 0.1%
Other values (5)	26	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	18790	11.1%
a	18024	10.7%
i	16822	9.9%
o	14581	8.6%
n	12712	7.5%
r	11776	7.0%
s	10259	6.1%
l	9266	5.5%
t	7504	4.4%
c	7197	4.3%
Other values (35)	42301	25.0%

Uppercase Letter

Value	Count	Frequency (%)
V	14457	18.7%
E	8970	11.6%
O	8761	11.3%
T	4510	5.8%
M	4280	5.5%
S	4100	5.3%
A	3116	4.0%
R	3098	4.0%
C	2881	3.7%
L	2552	3.3%
Other values (26)	20477	26.5%

Other Punctuation

Value	Count	Frequency (%)
?	555	48.8%
.	266	23.4%
'	116	10.2%
&	81	7.1%
,	28	2.5%
/	19	1.7%
!	18	1.6%
"	16	1.4%
:	14	1.2%
*	9	0.8%
Other values (6)	16	1.4%

Decimal Number

Value	Count	Frequency (%)
0	815	30.1%
1	431	15.9%
2	347	12.8%
4	182	6.7%
5	178	6.6%
3	167	6.2%
7	154	5.7%
9	153	5.6%
6	150	5.5%
8	134	4.9%

Open Punctuation

Value	Count	Frequency (%)
(	57	85.1%
[	8	11.9%
{	2	3.0%

Close Punctuation

Value	Count	Frequency (%)
)	57	82.6%
]	8	11.6%
}	4	5.8%

Dash Punctuation

Value	Count	Frequency (%)
-	1545	99.9%
–	1	0.1%

Math Symbol

Value	Count	Frequency (%)
\|	20	90.9%
+	2	9.1%

Other Symbol

Value	Count	Frequency (%)
™	1	50.0%
®	1	50.0%

Space Separator

Value	Count	Frequency (%)
	14628	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	44	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	19	100.0%

Final Punctuation

Value	Count	Frequency (%)
’	3	100.0%

Modifier Symbol

Value	Count	Frequency (%)
´	1	100.0%

Other Letter

Value	Count	Frequency (%)
ª	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	246435	92.4%
Common	20250	7.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	18790	7.6%
a	18024	7.3%
i	16822	6.8%
o	14581	5.9%
V	14457	5.9%
n	12712	5.2%
r	11776	4.8%
s	10259	4.2%
l	9266	3.8%
E	8970	3.6%
Other values (72)	110778	45.0%

Common

Value	Count	Frequency (%)
	14628	72.2%
-	1545	7.6%
0	815	4.0%
?	555	2.7%
1	431	2.1%
2	347	1.7%
.	266	1.3%
4	182	0.9%
5	178	0.9%
3	167	0.8%
Other values (33)	1136	5.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	265937	99.7%
None	738	0.3%
Punctuation	9	< 0.1%
Letterlike Symbols	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	18790	7.1%
a	18024	6.8%
i	16822	6.3%
	14628	5.5%
o	14581	5.5%
V	14457	5.4%
n	12712	4.8%
r	11776	4.4%
s	10259	3.9%
l	9266	3.5%
Other values (77)	124622	46.9%

None

Value	Count	Frequency (%)
é	159	21.5%
á	90	12.2%
ö	63	8.5%
í	63	8.5%
ü	60	8.1%
ó	41	5.6%
ã	36	4.9%
ú	35	4.7%
ñ	27	3.7%
ç	27	3.7%
Other values (24)	137	18.6%

Punctuation

Value	Count	Frequency (%)
•	5	55.6%
’	3	33.3%
–	1	11.1%

Letterlike Symbols

Value	Count	Frequency (%)
™	1	100.0%

Views
Real number (ℝ)

High correlation Zeros

Distinct	19122
Distinct (%)	92.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	92045291

Minimum	0
Maximum	8.0796494 × 10⁹
Zeros	469
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0
5-th percentile	15173.7
Q1	1478416
median	13313480
Q3	67400608
95-th percentile	4.2747035 × 10⁸
Maximum	8.0796494 × 10⁹
Range	8.0796494 × 10⁹
Interquartile range (IQR)	65922192

Descriptive statistics

Standard deviation	2.7261463 × 10⁸
Coefficient of variation (CV)	2.9617444
Kurtosis	151.00957
Mean	92045291
Median Absolute Deviation (MAD)	13178020
Skewness	9.307607
Sum	1.8953966 × 10¹²
Variance	7.4318736 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	469	2.3%
99348431	10	< 0.1%
102948585	10	< 0.1%
25883254	10	< 0.1%
21912	10	< 0.1%
1012205556	10	< 0.1%
641407658	10	< 0.1%
312226510	10	< 0.1%
3020790	10	< 0.1%
3877674	10	< 0.1%
Other values (19112)	20033	97.3%

Value	Count	Frequency (%)
0	469	2.3%
2	1	< 0.1%
7	1	< 0.1%
8	2	< 0.1%
15	1	< 0.1%
21	2	< 0.1%
24	1	< 0.1%
26	1	< 0.1%
28	1	< 0.1%
31	1	< 0.1%

Value	Count	Frequency (%)
8079649362	1	< 0.1%
8079646911	1	< 0.1%
5908398479	1	< 0.1%
5773798407	1	< 0.1%
5773797147	1	< 0.1%
4898831101	1	< 0.1%
4821016218	1	< 0.1%
4679767471	1	< 0.1%
3817733132	1	< 0.1%
3725748519	1	< 0.1%

Likes
Real number (ℝ)

High correlation Zeros

Distinct	17829
Distinct (%)	86.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	648045.07

Minimum	0
Maximum	50788652
Zeros	556
Zeros (%)	2.7%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0
5-th percentile	183.55
Q1	17546
median	115315.5
Q3	500095
95-th percentile	2976829.9
Maximum	50788652
Range	50788652
Interquartile range (IQR)	482549

Descriptive statistics

Standard deviation	1773725.2
Coefficient of variation (CV)	2.7370399
Kurtosis	137.81808
Mean	648045.07
Median Absolute Deviation (MAD)	113020.5
Skewness	8.746583
Sum	1.3344544 × 10¹⁰
Variance	3.1461012 × 10¹²
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	556	2.7%
5730	14	0.1%
12	13	0.1%
32	13	0.1%
1	12	0.1%
256	12	0.1%
21	11	0.1%
533012	10	< 0.1%
6604141	10	< 0.1%
449797	10	< 0.1%
Other values (17819)	19931	96.8%

Value	Count	Frequency (%)
0	556	2.7%
1	12	0.1%
2	6	< 0.1%
3	2	< 0.1%
4	2	< 0.1%
5	1	< 0.1%
6	2	< 0.1%
7	3	< 0.1%
8	2	< 0.1%
9	6	< 0.1%

Value	Count	Frequency (%)
50788652	1	< 0.1%
50788626	1	< 0.1%
40147674	1	< 0.1%
40147618	1	< 0.1%
35892575	1	< 0.1%
31047780	1	< 0.1%
27588224	1	< 0.1%
27588189	1	< 0.1%
26446178	1	< 0.1%
26399133	1	< 0.1%

Comments
Real number (ℝ)

High correlation Skewed Zeros

Distinct	10428
Distinct (%)	50.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	26849.019

Minimum	0
Maximum	16083138
Zeros	1064
Zeros (%)	5.2%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	406
median	3006
Q3	13739
95-th percentile	99319.55
Maximum	16083138
Range	16083138
Interquartile range (IQR)	13333

Descriptive statistics

Standard deviation	191184.25
Coefficient of variation (CV)	7.1207163
Kurtosis	2923.6104
Mean	26849.019
Median Absolute Deviation (MAD)	2967
Skewness	44.157794
Sum	5.5287501 × 10⁸
Variance	3.6551418 × 10¹⁰
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	1064	5.2%
1	85	0.4%
2	85	0.4%
4	62	0.3%
7	58	0.3%
6	54	0.3%
3	51	0.2%
5	48	0.2%
21	46	0.2%
10	40	0.2%
Other values (10418)	18999	92.3%

Value	Count	Frequency (%)
0	1064	5.2%
1	85	0.4%
2	85	0.4%
3	51	0.2%
4	62	0.3%
5	48	0.2%
6	54	0.3%
7	58	0.3%
8	37	0.2%
9	34	0.2%

Value	Count	Frequency (%)
16083138	1	< 0.1%
9131761	1	< 0.1%
6535721	1	< 0.1%
6535719	1	< 0.1%
5331537	1	< 0.1%
5130725	1	< 0.1%
4805805	1	< 0.1%
4252791	2	< 0.1%
3637659	1	< 0.1%
3486944	1	< 0.1%

Licensed
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	697.0 KiB

True	20592

Value	Count	Frequency (%)
True	20592	100.0%

official_video
Boolean

Constant

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	697.0 KiB

True	20592

Value	Count	Frequency (%)
True	20592	100.0%

Stream
Real number (ℝ)

High correlation Zeros

Distinct	18337
Distinct (%)	89.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.3264507 × 10⁸

Minimum	0
Maximum	3.3865203 × 10⁹
Zeros	576
Zeros (%)	2.8%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	0
5-th percentile	1161688.3
Q1	15587569
median	47302445
Q3	1.3433841 × 10⁸
95-th percentile	5.6965185 × 10⁸
Maximum	3.3865203 × 10⁹
Range	3.3865203 × 10⁹
Interquartile range (IQR)	1.1875084 × 10⁸

Descriptive statistics

Standard deviation	2.4236994 × 10⁸
Coefficient of variation (CV)	1.8272066
Kurtosis	23.564435
Mean	1.3264507 × 10⁸
Median Absolute Deviation (MAD)	39397710
Skewness	4.1473801
Sum	2.7314272 × 10¹²
Variance	5.8743189 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	576	2.8%
169769959	24	0.1%
89466323	19	0.1%
9999321	9	< 0.1%
23128326	9	< 0.1%
48533462	9	< 0.1%
179230151	9	< 0.1%
55399812	9	< 0.1%
71682526	7	< 0.1%
61921081	7	< 0.1%
Other values (18327)	19914	96.7%

Value	Count	Frequency (%)
0	576	2.8%
6574	1	< 0.1%
7771	1	< 0.1%
8053	1	< 0.1%
8074	1	< 0.1%
10306	1	< 0.1%
10540	1	< 0.1%
10660	1	< 0.1%
10701	1	< 0.1%
10710	1	< 0.1%

Value	Count	Frequency (%)
3386520288	1	< 0.1%
3362005201	1	< 0.1%
2634013335	1	< 0.1%
2594926619	1	< 0.1%
2538329799	2	< 0.1%
2522431995	1	< 0.1%
2456205158	2	< 0.1%
2369272335	1	< 0.1%
2365777505	2	< 0.1%
2336219850	2	< 0.1%

EnergyLiveness
Real number (ℝ)

High correlation

Distinct	17433
Distinct (%)	84.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	5.1672268

Minimum	4.87 × 10^-5
Maximum	59.113924
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	837.8 KiB

Quantile statistics

Minimum	4.87 × 10^-5
5-th percentile	0.89929967
Q1	2.3861898
median	4.2568807
Q3	6.8220339
95-th percentile	12.512649
Maximum	59.113924
Range	59.113875
Interquartile range (IQR)	4.4358441

Descriptive statistics

Standard deviation	4.1174313
Coefficient of variation (CV)	0.7968358
Kurtosis	16.007782
Mean	5.1672268
Median Absolute Deviation (MAD)	2.0903955
Skewness	2.6922202
Sum	106403.53
Variance	16.953241
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2.86	24	0.1%
6.23015873	19	0.1%
3	18	0.1%
4	17	0.1%
5	17	0.1%
6	16	0.1%
2	13	0.1%
7	13	0.1%
4.5	11	0.1%
2.5	11	0.1%
Other values (17423)	20433	99.2%

Value	Count	Frequency (%)
4.87 × 10^-5	1	< 0.1%
0.000312655	2	< 0.1%
0.000482456	2	< 0.1%
0.011261261	3	< 0.1%
0.01316092	1	< 0.1%
0.014428858	1	< 0.1%
0.015818182	1	< 0.1%
0.017027027	1	< 0.1%
0.020384615	1	< 0.1%
0.020629921	1	< 0.1%

Value	Count	Frequency (%)
59.11392405	1	< 0.1%
58	1	< 0.1%
57.65517241	1	< 0.1%
54.52229299	1	< 0.1%
51.38121547	1	< 0.1%
49.23076923	1	< 0.1%
48.9	1	< 0.1%
45.52763819	1	< 0.1%
43.77659574	1	< 0.1%
42.52380952	1	< 0.1%

most_playedon
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.8 MiB

Spotify	15692
Youtube	4900

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	144144
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Spotify
2nd row	Spotify
3rd row	Spotify
4th row	Spotify
5th row	Youtube

Common Values

Value	Count	Frequency (%)
Spotify	15692	76.2%
Youtube	4900	23.8%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
spotify	15692	76.2%
youtube	4900	23.8%

Most occurring characters

Value	Count	Frequency (%)
o	20592	14.3%
t	20592	14.3%
S	15692	10.9%
p	15692	10.9%
i	15692	10.9%
f	15692	10.9%
y	15692	10.9%
u	9800	6.8%
Y	4900	3.4%
b	4900	3.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	123552	85.7%
Uppercase Letter	20592	14.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	20592	16.7%
t	20592	16.7%
p	15692	12.7%
i	15692	12.7%
f	15692	12.7%
y	15692	12.7%
u	9800	7.9%
b	4900	4.0%
e	4900	4.0%

Uppercase Letter

Value	Count	Frequency (%)
S	15692	76.2%
Y	4900	23.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	144144	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	20592	14.3%
t	20592	14.3%
S	15692	10.9%
p	15692	10.9%
i	15692	10.9%
f	15692	10.9%
y	15692	10.9%
u	9800	6.8%
Y	4900	3.4%
b	4900	3.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	144144	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	20592	14.3%
t	20592	14.3%
S	15692	10.9%
p	15692	10.9%
i	15692	10.9%
f	15692	10.9%
y	15692	10.9%
u	9800	6.8%
Y	4900	3.4%
b	4900	3.4%

Interactions

Correlations

	Acousticness	Album_type	Comments	Danceability	Duration_min	Energy	EnergyLiveness	Instrumentalness	Likes	Liveness	Loudness	Speechiness	Stream	Tempo	Valence	Views	most_playedon
Acousticness	1.000	0.052	-0.174	-0.140	-0.062	-0.571	-0.308	-0.000	-0.138	-0.042	-0.435	-0.147	-0.105	-0.137	-0.105	-0.130	0.104
Album_type	0.052	1.000	0.000	0.116	0.083	0.075	0.028	0.033	0.008	0.029	0.110	0.070	0.051	0.047	0.047	0.016	0.093
Comments	-0.174	0.000	1.000	0.115	0.166	0.143	0.136	-0.149	0.943	-0.017	0.240	0.061	0.525	0.038	0.019	0.911	0.055
Danceability	-0.140	0.116	0.115	1.000	-0.138	0.120	0.246	-0.149	0.153	-0.109	0.198	0.313	0.057	-0.068	0.432	0.133	0.087
Duration_min	-0.062	0.083	0.166	-0.138	1.000	0.019	0.049	0.064	0.124	-0.020	-0.046	-0.158	0.077	-0.023	-0.093	0.172	0.023
Energy	-0.571	0.075	0.143	0.120	0.019	1.000	0.373	-0.073	0.118	0.141	0.710	0.235	0.041	0.145	0.345	0.129	0.092
EnergyLiveness	-0.308	0.028	0.136	0.246	0.049	0.373	1.000	-0.049	0.137	-0.789	0.325	0.087	0.082	0.079	0.238	0.136	0.028
Instrumentalness	-0.000	0.033	-0.149	-0.149	0.064	-0.073	-0.049	1.000	-0.167	-0.087	-0.292	-0.197	-0.119	-0.021	-0.161	-0.165	0.095
Likes	-0.138	0.008	0.943	0.153	0.124	0.118	0.137	-0.167	1.000	-0.027	0.243	0.081	0.568	0.038	0.029	0.961	0.148
Liveness	-0.042	0.029	-0.017	-0.109	-0.020	0.141	-0.789	-0.087	-0.027	1.000	0.082	0.052	-0.034	0.007	-0.018	-0.023	0.054
Loudness	-0.435	0.110	0.240	0.198	-0.046	0.710	0.325	-0.292	0.243	0.082	1.000	0.186	0.147	0.116	0.242	0.236	0.099
Speechiness	-0.147	0.070	0.061	0.313	-0.158	0.235	0.087	-0.197	0.081	0.052	0.186	1.000	-0.017	0.070	0.128	0.023	0.051
Stream	-0.105	0.051	0.525	0.057	0.077	0.041	0.082	-0.119	0.568	-0.034	0.147	-0.017	1.000	0.027	-0.009	0.567	0.042
Tempo	-0.137	0.047	0.038	-0.068	-0.023	0.145	0.079	-0.021	0.038	0.007	0.116	0.070	0.027	1.000	0.073	0.038	0.025
Valence	-0.105	0.047	0.019	0.432	-0.093	0.345	0.238	-0.161	0.029	-0.018	0.242	0.128	-0.009	0.073	1.000	0.072	0.088
Views	-0.130	0.016	0.911	0.133	0.172	0.129	0.136	-0.165	0.961	-0.023	0.236	0.023	0.567	0.038	0.072	1.000	0.192
most_playedon	0.104	0.093	0.055	0.087	0.023	0.092	0.028	0.095	0.148	0.054	0.099	0.051	0.042	0.025	0.088	0.192	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	Artist	Track	Album	Album_type	Danceability	Energy	Loudness	Instrumentalness	Liveness	Valence	Tempo	Duration_min	Title	Channel	Views	Likes	Comments	Licensed	official_video	Stream	EnergyLiveness	most_playedon
0	Gorillaz	Feel Good Inc.	Demon Days	album	1	1	-7	0	1	1	139	4	Gorillaz - Feel Good Inc. (Official Video)	Gorillaz	693555221	6220896	169907	True	True	1040234854	1	Spotify
1	Gorillaz	Rhinestone Eyes	Plastic Beach	album	1	1	-6	0	0	1	93	3	Gorillaz - Rhinestone Eyes [Storyboard Film] (Official Music Video)	Gorillaz	72011645	1079128	31003	True	True	310083733	15	Spotify
2	Gorillaz	New Gold (feat. Tame Impala and Bootie Brown)	New Gold (feat. Tame Impala and Bootie Brown)	single	1	1	-4	0	0	1	108	4	Gorillaz - New Gold ft. Tame Impala & Bootie Brown (Official Visualiser)	Gorillaz	8435055	282142	7399	True	True	63063467	8	Spotify
3	Gorillaz	On Melancholy Hill	Plastic Beach	album	1	1	-6	1	0	1	120	4	Gorillaz - On Melancholy Hill (Official Video)	Gorillaz	211754952	1788577	55229	True	True	434663559	12	Spotify
4	Gorillaz	Clint Eastwood	Gorillaz	album	1	1	-9	0	0	1	168	6	Gorillaz - Clint Eastwood (Official Video)	Gorillaz	618480958	6197318	155930	True	True	617259738	10	Youtube
5	Gorillaz	DARE	Demon Days	album	1	1	-6	0	0	1	120	4	Gorillaz - DARE (Official Video)	Gorillaz	259021161	1844658	72008	True	True	323850327	3	Spotify
6	Gorillaz	New Gold (feat. Tame Impala and Bootie Brown) - Dom Dolla Remix	New Gold (feat. Tame Impala and Bootie Brown) [Dom Dolla Remix]	single	1	1	-7	0	0	0	127	5	Gorillaz - New Gold ft. Tame Impala, Bootie Brown (Dom Dolla Remix) (Official Live Video)	Dom Dolla	451996	11686	241	True	True	10666154	3	Spotify
7	Gorillaz	She's My Collar (feat. Kali Uchis)	Humanz (Deluxe)	album	1	1	-6	0	0	0	140	3	Gorillaz - She's My Collar [HQ]	SalvaMuñox	1010982	17675	260	True	True	159605929	7	Spotify
8	Gorillaz	Cracker Island (feat. Thundercat)	Cracker Island (feat. Thundercat)	single	1	1	-3	0	0	1	120	4	Gorillaz - Cracker Island ft. Thundercat (Official Video)	Gorillaz	24459820	739527	20296	True	True	42671901	3	Spotify
9	Gorillaz	Dirty Harry	Demon Days	album	1	1	-7	0	1	1	192	4	Gorillaz - Dirty Harry (Official Video)	Gorillaz	154761056	1386920	39240	True	True	191074713	1	Spotify

	Artist	Track	Album	Album_type	Danceability	Energy	Loudness	Instrumentalness	Valence	Tempo	Duration_min	Title	Channel	Views	Likes	Licensed	official_video	Stream	EnergyLiveness	most_playedon
20584	SICK LEGEND	PART OF ME HARDSTYLE (SPED UP)	PART OF ME HARDSTYLE (SPED UP)	single	1	1	-3	0	1	102	2	PART OF ME HARDSTYLE (SPED UP)	SICK LEGEND - Topic	40814	640	True	True	17721588	2	Spotify
20585	SICK LEGEND	SUMMER TIME SADNESS HARDSTYLE	SUMMER TIME SADNESS HARDSTYLE	single	0	1	-6	0	0	167	2	SUMMER TIME SADNESS HARDSTYLE	SICK LEGEND - Topic	23719	362	True	True	10838254	2	Spotify
20586	SICK LEGEND	PART OF ME HARDSTYLE	PART OF ME HARDSTYLE	single	1	1	-3	0	1	175	2	PART OF ME HARDSTYLE	SICK LEGEND - Topic	370711	4639	True	True	16332133	3	Spotify
20587	SICK LEGEND	MIDDLE OF THE NIGHT - HARDSTYLE REMIX	MIDDLE OF THE NIGHT - HARDSTYLE REMIX	single	0	1	-7	0	0	185	3	MIDDLE OF THE NIGHT - HARDSTYLE REMIX	SICK LEGEND - Topic	254268	3472	True	True	17125177	2	Spotify
20588	SICK LEGEND	EVERYTIME WE TOUCH HARDSTYLE (SPED UP)	EVERYTIME WE TOUCH HARDSTYLE (SPED UP)	single	1	1	-5	0	1	102	2	EVERYTIME WE TOUCH HARDSTYLE (SPED UP)	SICK LEGEND - Topic	16004	267	True	True	9921887	3	Spotify
20589	SICK LEGEND	JUST DANCE HARDSTYLE	JUST DANCE HARDSTYLE	single	1	1	-6	0	1	90	2	JUST DANCE HARDSTYLE	SICK LEGEND - Topic	71678	1113	True	True	9227144	11	Spotify
20590	SICK LEGEND	SET FIRE TO THE RAIN HARDSTYLE	SET FIRE TO THE RAIN HARDSTYLE	single	1	1	-2	0	1	175	3	SET FIRE TO THE RAIN HARDSTYLE	SICK LEGEND - Topic	164741	2019	True	True	10898176	10	Spotify
20591	SICK LEGEND	OUTSIDE HARDSTYLE SPED UP	OUTSIDE HARDSTYLE SPED UP	single	0	1	-5	0	0	168	2	OUTSIDE HARDSTYLE SPED UP	SICK LEGEND - Topic	35646	329	True	True	6226110	5	Spotify
20592	SICK LEGEND	ONLY GIRL HARDSTYLE	ONLY GIRL HARDSTYLE	single	0	1	-4	0	1	155	2	ONLY GIRL HARDSTYLE	SICK LEGEND - Topic	6533	88	True	True	6873961	7	Spotify
20593	SICK LEGEND	MISS YOU HARDSTYLE	MISS YOU HARDSTYLE	single	0	1	-5	1	0	160	3	MISS YOU HARDSTYLE	SICK LEGEND - Topic	158697	2484	True	True	5695584	7	Spotify

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Dash Punctuation

Space Separator

Currency Symbol

Math Symbol

Open Punctuation

Close Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Punctuation

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Dash Punctuation

Close Punctuation

Open Punctuation

Final Punctuation

Initial Punctuation

Other Symbol

Space Separator

Currency Symbol

Connector Punctuation

Modifier Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Punctuation

Letterlike Symbols

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Other Punctuation

Decimal Number

Math Symbol

Dash Punctuation

Other Symbol

Close Punctuation

Open Punctuation

Final Punctuation

Initial Punctuation

Modifier Symbol

Space Separator

Currency Symbol

Connector Punctuation

Other Letter

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Punctuation